{"id":"https://openalex.org/W3115300116","doi":"https://doi.org/10.1109/ictc49870.2020.9289549","title":"The Present and Future of Continual Learning","display_name":"The Present and Future of Continual Learning","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3115300116","doi":"https://doi.org/10.1109/ictc49870.2020.9289549","mag":"3115300116"},"language":"en","primary_location":{"id":"doi:10.1109/ictc49870.2020.9289549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029732132","display_name":"Heechul Bae","orcid":"https://orcid.org/0000-0003-2098-576X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Heechul Bae","raw_affiliation_strings":["Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084158387","display_name":"Soonyong Song","orcid":"https://orcid.org/0000-0001-5667-407X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soonyong Song","raw_affiliation_strings":["Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100674864","display_name":"Junhee Park","orcid":"https://orcid.org/0000-0002-0558-4741"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junhee Park","raw_affiliation_strings":["Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029732132"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.57175514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1193","last_page":"1195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11581","display_name":"Viral Infections and Outbreaks Research","score":0.9065999984741211,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7748545408248901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.738452136516571},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7044040560722351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6642738580703735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6270568370819092},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6185887455940247},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"Lifelong learning","score":0.5484365820884705},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07008752226829529}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7748545408248901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.738452136516571},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7044040560722351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6642738580703735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6270568370819092},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6185887455940247},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.5484365820884705},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07008752226829529},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc49870.2020.9289549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1991564165","https://openalex.org/W2560647685","https://openalex.org/W2788388592","https://openalex.org/W2804746922","https://openalex.org/W2899619773","https://openalex.org/W2924984511","https://openalex.org/W2939137134","https://openalex.org/W2963072899","https://openalex.org/W2963559848","https://openalex.org/W2964151081","https://openalex.org/W2964185501","https://openalex.org/W2964189064","https://openalex.org/W2996514457","https://openalex.org/W3021931813","https://openalex.org/W3030364939","https://openalex.org/W4301365964","https://openalex.org/W6737377802","https://openalex.org/W6738602802","https://openalex.org/W6751689095","https://openalex.org/W6755715394","https://openalex.org/W6760784890"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2364105709","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W2384383462","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2380954666","https://openalex.org/W2143413548"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"a":[3,47],"continual":[4,28,39,78],"lifelong":[5],"learning":[6,57,79],"problem":[7],"that":[8],"learns":[9],"incremental":[10],"multiple":[11],"tasks":[12],"in":[13,27,42],"real-world":[14,62],"environments.":[15],"We":[16,45,59,69],"overview":[17],"and":[18,22,34,52,66,73],"summarize":[19,70],"representative":[20],"approaches":[21,36],"categorization":[23],"of":[24,49,77],"the":[25,50],"state-of-the-art":[26],"learning.":[29],"Comparable":[30],"scenarios,":[31],"benchmark":[32],"datasets,":[33],"baseline":[35],"for":[37],"different":[38],"scenarios":[40],"introduced":[41],"this":[43],"paper.":[44],"suggested":[46],"comparison":[48],"differences":[51],"similarities":[53],"with":[54],"other":[55],"machine":[56],"methods.":[58],"also":[60],"report":[61],"applications,":[63],"especially":[64],"robots":[65],"healthcare":[67],"fields.":[68],"current":[71],"states":[72],"suggest":[74],"future":[75],"direction":[76],"problems.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
